Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 34
Function evaluation limit: 340
| Name | Rating | Games | Active |
|---|
| bobyqa_noise | 1986.0 | 29 | yes |
| bobyqa_default | 1958.0 | 23 | yes |
| nevergrad_ngopt | 1935.0 | 48 | yes |
| nlopt_directr | 1904.0 | 26 | yes |
| nevergrad_oneplus | 1893.0 | 22 | yes |
| dlib_default | 1839.0 | 33 | yes |
| nevergrad_ngopt4 | 1795.0 | 24 | yes |
| nlopt_directl | 1794.0 | 23 | yes |
| nlopt_esch | 1777.0 | 25 | yes |
| scipy_powell | 1771.0 | 6 | yes |
| optuna_tpe | 1739.0 | 27 | yes |
| nlopt_isres | 1732.0 | 29 | yes |
| pymoo_pattern | 1731.0 | 32 | yes |
| dlib | 1729.0 | 21 | yes |
| nlopt_directo | 1706.0 | 16 | yes |
| nlopt_direct | 1704.0 | 34 | yes |
| scipy_slsqp | 1684.0 | 18 | yes |
| pymoo_nsga3 | 1684.0 | 20 | yes |
| hyperopt_tpe | 1678.0 | 28 | yes |
| nlopt_crs2lm | 1669.0 | 29 | yes |
| optuna_cmaes | 1659.0 | 2 | yes |
| platypus_smpso | 1653.0 | 30 | yes |
| nevergrad_ngopt8 | 1630.0 | 30 | yes |
| nevergrad_de | 1611.0 | 39 | yes |
| scipy_lbfgsb | 1610.0 | 9 | yes |
| platypus_epsmoea | 1608.0 | 26 | yes |
| optuna_random_clone_1 | 1600 | 32 | yes |
| optuna_random_clone_2 | 1600 | 30 | yes |
| optuna_random | 1600 | 28 | yes |
| optuna_random_clone | 1600 | 26 | yes |
| shgo_slsqp_sobol | 1600 | 0 | yes |
| shgo_powell_sobol | 1600 | 0 | yes |
| shgo_nelder_sobol | 1600 | 0 | yes |
| pysot_ei | 1600 | 0 | yes |
| pysot_lcb | 1600 | 0 | yes |
| pysot_random | 1600 | 0 | yes |
| pysot_srbf | 1600 | 0 | yes |
| pysot_dycors | 1600 | 0 | yes |
| ax_default | 1600 | 0 | yes |
| pymoo_unsga3 | 1600 | 0 | yes |
| skopt_gp_default | 1600 | 0 | yes |
| ultraopt_gbrt | 1600 | 0 | yes |
| bayesopt_ucb | 1600 | 0 | yes |
| bayesopt_ei | 1600 | 0 | yes |
| bayesopt_poi | 1600 | 0 | yes |
| nlopt_ags | 1600 | 0 | yes |
| platypus_ibea | 1594.0 | 21 | yes |
| hyperopt_atpe | 1593.0 | 38 | yes |
| platypus_cmaes | 1569.0 | 1 | yes |
| platypus_omopso | 1559.0 | 35 | yes |
| pymoo_nsga2 | 1521.0 | 23 | yes |
| ultraopt_forest | 1497.0 | 29 | yes |
| hyperopt_rand | 1485.0 | 35 | yes |
| platypus_evolutionary | 1477.0 | 27 | yes |
| platypus_moead | 1476.0 | 34 | yes |
| ultraopt_etpe | 1475.0 | 25 | yes |
| ultraopt_random | 1459.0 | 28 | yes |
| platypus_nsgaii | 1443.0 | 33 | yes |
| scipy_nelder | 1407.0 | 24 | yes |
| nevergrad_hammersley | 1404.0 | 30 | yes |
| nevergrad_portfolio | 1402.0 | 24 | yes |
| platypus_genetic | 1385.0 | 32 | yes |
| platypus_gde3 | 1344.0 | 38 | yes |
| pymoo_nelder | 1288.0 | 32 | yes |
| platypus_spea2 | 1237.0 | 26 | yes |